{"id":"W2922289051","doi":"10.5664/jcsm.7654","title":"Understanding the Spectrum of Treatment Options for Infants With Pierre Robin Sequence and Airway Obstruction","year":2019,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Airway obstruction; Airway; Pierre Robin syndrome; Sequence (biology); Pediatrics; Intensive care medicine; Anesthesia; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003354048,0.0001888518,0.0005975409,0.00004990237,0.00006234672,0.000007952392,0.000123861,0.0003339041,0.00001615423],"category_scores_gemma":[0.0001815793,0.00009319364,0.0002027906,0.00005225014,0.0003352899,0.000005096175,0.0000191395,0.0003380616,3.22226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005810596,"about_ca_system_score_gemma":0.0001341136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234648,"about_ca_topic_score_gemma":0.00002993094,"domain_scores_codex":[0.9986606,0.00007706584,0.0007216397,0.0001998015,0.0001883266,0.0001525846],"domain_scores_gemma":[0.9985088,0.0002375701,0.0008883076,0.0002118994,0.0001027505,0.0000507352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01696371,0.001528713,0.1289096,0.001174441,0.02169242,0.0004571384,0.001113949,0.001569635,0.008562285,0.0007129439,0.7201769,0.09713825],"study_design_scores_gemma":[0.04573077,0.0985176,0.01853446,0.002182915,0.006789004,0.001139925,0.001434959,0.0003730589,0.001136665,0.005196676,0.8178606,0.00110334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3543149,0.008157862,0.03156488,0.5978963,0.00439163,0.002397283,0.000287869,0.000009032116,0.0009803127],"genre_scores_gemma":[0.9566779,0.009852937,0.0005871672,0.02532478,0.006321598,0.00001411371,0.0002404214,0.00005620916,0.0009248429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.602363,"threshold_uncertainty_score":0.3800326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045111261459645,"score_gpt":0.3674746725917318,"score_spread":0.2629635464457674,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}